FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1543.8         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  72.404         	|21             	|  1520.5         	|  98.488         	|
run_training_batch                 	|  0.18632        	|8000           	|  1490.6         	|  96.551         	|
training_step_and_backward         	|  0.17636        	|8000           	|  1410.9         	|  91.39          	|
model_forward                      	|  0.094134       	|8000           	|  753.07         	|  48.78          	|
training_step                      	|  0.094004       	|8000           	|  752.03         	|  48.712         	|
backward                           	|  0.082048       	|8000           	|  656.39         	|  42.517         	|
optimizer_step_with_closure_0      	|  0.23398        	|1000           	|  233.98         	|  15.156         	|
get_train_batch                    	|  0.0018189      	|8021           	|  14.589         	|  0.945          	|
fetch_next_train_batch             	|  0.0018028      	|8021           	|  14.46          	|  0.93666        	|
on_train_batch_end                 	|  0.0010551      	|8000           	|  8.4406         	|  0.54673        	|
training_batch_to_device           	|  0.00020919     	|8000           	|  1.6735         	|  0.1084         	|
zero_grad                          	|  0.0013087      	|1000           	|  1.3087         	|  0.084771       	|
on_train_batch_start               	|  8.9268e-05     	|8000           	|  0.71414        	|  0.046258       	|
on_batch_start                     	|  1.4449e-05     	|8000           	|  0.11559        	|  0.0074874      	|
on_batch_end                       	|  1.3206e-05     	|8000           	|  0.10565        	|  0.0068435      	|
on_before_backward                 	|  1.2916e-05     	|8000           	|  0.10333        	|  0.0066931      	|
on_after_backward                  	|  1.1458e-05     	|8000           	|  0.091663       	|  0.0059374      	|
training_step_end                  	|  5.4671e-06     	|8000           	|  0.043737       	|  0.002833       	|
on_train_end                       	|  0.025055       	|1              	|  0.025055       	|  0.0016229      	|
on_pretrain_routine_start          	|  0.022461       	|1              	|  0.022461       	|  0.0014549      	|
on_before_zero_grad                	|  1.4e-05        	|1000           	|  0.014          	|  0.00090682     	|
on_before_optimizer_step           	|  1.1523e-05     	|1000           	|  0.011523       	|  0.00074642     	|
configure_optimizers               	|  0.008742       	|1              	|  0.008742       	|  0.00056626     	|
on_train_epoch_start               	|  0.00028507     	|21             	|  0.0059864      	|  0.00038776     	|
on_train_epoch_end                 	|  0.00025865     	|21             	|  0.0054317      	|  0.00035183     	|
on_train_start                     	|  0.00066071     	|1              	|  0.00066071     	|  4.2797e-05     	|
on_epoch_start                     	|  1.0546e-05     	|21             	|  0.00022146     	|  1.4345e-05     	|
on_epoch_end                       	|  1.0232e-05     	|21             	|  0.00021487     	|  1.3918e-05     	|
on_fit_end                         	|  2.8824e-05     	|1              	|  2.8824e-05     	|  1.867e-06      	|
on_before_accelerator_backend_setup	|  2.16e-05       	|1              	|  2.16e-05       	|  1.3991e-06     	|
on_fit_start                       	|  1.7743e-05     	|1              	|  1.7743e-05     	|  1.1493e-06     	|
on_configure_sharded_model         	|  1.3475e-05     	|1              	|  1.3475e-05     	|  8.7282e-07     	|
setup                              	|  1.3234e-05     	|1              	|  1.3234e-05     	|  8.5723e-07     	|
teardown                           	|  1.0069e-05     	|1              	|  1.0069e-05     	|  6.5221e-07     	|
on_pretrain_routine_end            	|  9.778e-06      	|1              	|  9.778e-06      	|  6.3336e-07     	|
prepare_data                       	|  7.9651e-06     	|1              	|  7.9651e-06     	|  5.1593e-07     	|
configure_callbacks                	|  6.6929e-06     	|1              	|  6.6929e-06     	|  4.3353e-07     	|
configure_sharded_model            	|  4.5579e-06     	|1              	|  4.5579e-06     	|  2.9523e-07     	|
on_val_dataloader                  	|  4.349e-06      	|1              	|  4.349e-06      	|  2.8171e-07     	|
on_train_dataloader                	|  4.3479e-06     	|1              	|  4.3479e-06     	|  2.8163e-07     	|
